Overview

Dataset statistics

Number of variables39
Number of observations167
Missing cells3449
Missing cells (%)53.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory51.0 KiB
Average record size in memory312.8 B

Variable types

NUM33
CAT5
BOOL1

Reproduction

Analysis started2020-03-23 00:42:25.162736
Analysis finished2020-03-23 00:46:12.924979
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
28 is highly correlated with 27 and 1 other fieldsHigh Correlation
27 is highly correlated with 28 and 2 other fieldsHigh Correlation
31 is highly correlated with 30 and 2 other fieldsHigh Correlation
30 is highly correlated with 31 and 3 other fieldsHigh Correlation
32 is highly correlated with 30 and 2 other fieldsHigh Correlation
33 is highly correlated with 15 and 3 other fieldsHigh Correlation
15 is highly correlated with 33 and 1 other fieldsHigh Correlation
18 is highly correlated with 33 and 1 other fieldsHigh Correlation
25 is highly correlated with 33 and 1 other fieldsHigh Correlation
34 is highly correlated with 27 and 2 other fieldsHigh Correlation
35 is highly correlated with 0 and 34 other fieldsHigh Correlation
0 is highly correlated with 35High Correlation
1 is highly correlated with 35High Correlation
2 is highly correlated with 35High Correlation
3 is highly correlated with 35High Correlation
4 is highly correlated with 35High Correlation
5 is highly correlated with 35High Correlation
6 is highly correlated with 35High Correlation
7 is highly correlated with 35High Correlation
8 is highly correlated with 35High Correlation
9 is highly correlated with 35High Correlation
10 is highly correlated with 35High Correlation
11 is highly correlated with 35High Correlation
12 is highly correlated with 35High Correlation
13 is highly correlated with 35High Correlation
14 is highly correlated with 35High Correlation
16 is highly correlated with 35High Correlation
17 is highly correlated with 35High Correlation
19 is highly correlated with 35High Correlation
20 is highly correlated with 35High Correlation
21 is highly correlated with 35High Correlation
22 is highly correlated with 35High Correlation
23 is highly correlated with 35High Correlation
24 is highly correlated with 35High Correlation
26 is highly correlated with 35High Correlation
29 is highly correlated with 35High Correlation
9 has 4 (2.4%) missing values Missing
10 has 9 (5.4%) missing values Missing
11 has 20 (12.0%) missing values Missing
12 has 38 (22.8%) missing values Missing
13 has 52 (31.1%) missing values Missing
14 has 63 (37.7%) missing values Missing
15 has 69 (41.3%) missing values Missing
16 has 77 (46.1%) missing values Missing
17 has 85 (50.9%) missing values Missing
18 has 97 (58.1%) missing values Missing
19 has 105 (62.9%) missing values Missing
20 has 109 (65.3%) missing values Missing
21 has 116 (69.5%) missing values Missing
22 has 122 (73.1%) missing values Missing
23 has 128 (76.6%) missing values Missing
24 has 135 (80.8%) missing values Missing
25 has 140 (83.8%) missing values Missing
26 has 146 (87.4%) missing values Missing
27 has 149 (89.2%) missing values Missing
28 has 153 (91.6%) missing values Missing
29 has 156 (93.4%) missing values Missing
30 has 157 (94.0%) missing values Missing
31 has 159 (95.2%) missing values Missing
32 has 162 (97.0%) missing values Missing
33 has 163 (97.6%) missing values Missing
34 has 163 (97.6%) missing values Missing
35 has 165 (98.8%) missing values Missing
36 has 166 (99.4%) missing values Missing
37 has 166 (99.4%) missing values Missing
38 has 166 (99.4%) missing values Missing

Variables

0
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.013045464853270227
Minimum-3.2746076428571422
Maximum5.13364935
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.274607643
5-th percentile-2.133974264
Q1-0.8283431682
median-0.1873866268
Q30.5996857534
95-th percentile2.629766627
Maximum5.13364935
Range8.408256993
Interquartile range (IQR)1.428028922

Descriptive statistics

Standard deviation1.514113717
Coefficient of variation (CV)116.0643744
Kurtosis1.323892454
Mean0.01304546485
Median Absolute Deviation (MAD)1.122665198
Skewness0.808786147
Sum2.165547166
Variance2.292540348
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3039876214 1 0.6%
 
-1.229855721 1 0.6%
 
-0.7512841429 1 0.6%
 
-0.6970128 1 0.6%
 
-0.5449093913 1 0.6%
 
0.3561642571 1 0.6%
 
-0.9961558071 1 0.6%
 
-1.364231429 1 0.6%
 
0.1624254357 1 0.6%
 
1.957387764 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.274607643 1 0.6%
 
-3.271901479 1 0.6%
 
-2.915356857 1 0.6%
 
-2.671489593 1 0.6%
 
-2.66552925 1 0.6%
 
ValueCountFrequency (%) 
5.13364935 1 0.6%
 
4.831133543 1 0.6%
 
4.296042357 1 0.6%
 
4.186025279 1 0.6%
 
4.056217857 1 0.6%
 

1
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.031538251793889846
Minimum-3.247627857142857
Maximum4.716254992857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.247627857
5-th percentile-1.99088482
Q1-0.8235260336
median-0.08926081036
Q30.6428113288
95-th percentile2.701639618
Maximum4.716254993
Range7.96388285
Interquartile range (IQR)1.466337362

Descriptive statistics

Standard deviation1.415413214
Coefficient of variation (CV)44.87925404
Kurtosis1.063992538
Mean0.03153825179
Median Absolute Deviation (MAD)1.02559528
Skewness0.6555582059
Sum5.235349798
Variance2.003394567
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2210520214 1 0.6%
 
-1.318451929 1 0.6%
 
0.6685047786 1 0.6%
 
-0.5510338857 1 0.6%
 
0.2286929786 1 0.6%
 
-1.337164414 1 0.6%
 
2.421914996 1 0.6%
 
-0.04474736143 1 0.6%
 
0.8548310214 1 0.6%
 
-1.862819429 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.247627857 1 0.6%
 
-3.152727314 1 0.6%
 
-2.887323364 1 0.6%
 
-2.735058431 1 0.6%
 
-2.615839186 1 0.6%
 
ValueCountFrequency (%) 
4.716254993 1 0.6%
 
4.107257157 1 0.6%
 
3.86681015 1 0.6%
 
3.576947129 1 0.6%
 
3.566715093 1 0.6%
 

2
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.07375011371557659
Minimum-2.9011339285714284
Maximum4.938301142857142
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.901133929
5-th percentile-2.022329337
Q1-0.6392395921
median0.06894581429
Q30.6782172396
95-th percentile2.153885138
Maximum4.938301143
Range7.839435071
Interquartile range (IQR)1.317456832

Descriptive statistics

Standard deviation1.234979508
Coefficient of variation (CV)16.74545903
Kurtosis1.779072603
Mean0.07375011372
Median Absolute Deviation (MAD)0.9008696892
Skewness0.571644199
Sum12.24251888
Variance1.525174385
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.711932496 1 0.6%
 
0.6844063971 1 0.6%
 
-0.2075951071 1 0.6%
 
-0.9239103571 1 0.6%
 
-1.050043321 1 0.6%
 
0.1396689143 1 0.6%
 
0.6596497671 1 0.6%
 
0.1145454714 1 0.6%
 
-0.02350297857 1 0.6%
 
0.1661972143 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-2.901133929 1 0.6%
 
-2.649853629 1 0.6%
 
-2.607099714 1 0.6%
 
-2.428705831 1 0.6%
 
-2.413127271 1 0.6%
 
ValueCountFrequency (%) 
4.938301143 1 0.6%
 
4.130666057 1 0.6%
 
3.383395957 1 0.6%
 
3.22294475 1 0.6%
 
2.692910864 1 0.6%
 

3
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.0668319132319277
Minimum-3.463683514285715
Maximum3.923015992857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.463683514
5-th percentile-1.642235052
Q1-0.5394027068
median-0.003370494643
Q30.6095239043
95-th percentile1.906929921
Maximum3.923015993
Range7.386699507
Interquartile range (IQR)1.148926611

Descriptive statistics

Standard deviation1.106597562
Coefficient of variation (CV)16.55792134
Kurtosis1.851857636
Mean0.06683191323
Median Absolute Deviation (MAD)0.7924148759
Skewness0.3861937122
Sum11.0940976
Variance1.224558165
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.05465169286 1 0.6%
 
-0.1030870071 1 0.6%
 
-0.378789 1 0.6%
 
0.2342288214 1 0.6%
 
0.6319571679 1 0.6%
 
-0.9399177571 1 0.6%
 
0.06451992143 1 0.6%
 
-1.357446014 1 0.6%
 
-1.361039907 1 0.6%
 
0.2061087357 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.463683514 1 0.6%
 
-2.730228329 1 0.6%
 
-2.437883157 1 0.6%
 
-2.335045357 1 0.6%
 
-2.172738843 1 0.6%
 
ValueCountFrequency (%) 
3.923015993 1 0.6%
 
3.633136874 1 0.6%
 
2.977177257 1 0.6%
 
2.895221879 1 0.6%
 
2.861854529 1 0.6%
 

4
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.12838935816781416
Minimum-2.474150907142857
Maximum4.689885328571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.474150907
5-th percentile-1.495486618
Q1-0.5574420584
median0.00345399
Q30.6525796971
95-th percentile2.039545859
Maximum4.689885329
Range7.164036236
Interquartile range (IQR)1.210021756

Descriptive statistics

Standard deviation1.104865039
Coefficient of variation (CV)8.605581137
Kurtosis1.936742244
Mean0.1283893582
Median Absolute Deviation (MAD)0.8136902807
Skewness0.7573341511
Sum21.31263346
Variance1.220726754
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.576683386 1 0.6%
 
3.145223357 1 0.6%
 
0.9433101671 1 0.6%
 
-0.1850227357 1 0.6%
 
-1.494169929 1 0.6%
 
-0.2863776429 1 0.6%
 
0.3120449429 1 0.6%
 
0.6634019 1 0.6%
 
0.001398785714 1 0.6%
 
4.689885329 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-2.474150907 1 0.6%
 
-2.413068007 1 0.6%
 
-2.304564262 1 0.6%
 
-2.067500671 1 0.6%
 
-1.994610438 1 0.6%
 
ValueCountFrequency (%) 
4.689885329 1 0.6%
 
3.271728543 1 0.6%
 
3.145223357 1 0.6%
 
3.110370386 1 0.6%
 
3.043608893 1 0.6%
 

5
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.18878504832474183
Minimum-3.568023335714286
Maximum4.239581128571428
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.568023336
5-th percentile-1.513768236
Q1-0.4537370143
median0.09776480357
Q30.7802017996
95-th percentile2.214224355
Maximum4.239581129
Range7.807604464
Interquartile range (IQR)1.233938814

Descriptive statistics

Standard deviation1.175037631
Coefficient of variation (CV)6.22420918
Kurtosis1.621484168
Mean0.1887850483
Median Absolute Deviation (MAD)0.8554374233
Skewness0.3575959543
Sum31.33831802
Variance1.380713434
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.159920879 1 0.6%
 
0.2234561514 1 0.6%
 
1.2736273 1 0.6%
 
-0.0369206 1 0.6%
 
1.212682924 1 0.6%
 
-0.9387321357 1 0.6%
 
-0.8966310857 1 0.6%
 
-1.275295 1 0.6%
 
0.1880308 1 0.6%
 
0.6485649521 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.568023336 1 0.6%
 
-3.093196971 1 0.6%
 
-2.605268804 1 0.6%
 
-2.235166229 1 0.6%
 
-2.029709371 1 0.6%
 
ValueCountFrequency (%) 
4.239581129 1 0.6%
 
3.75968595 1 0.6%
 
3.466760443 1 0.6%
 
2.968196033 1 0.6%
 
2.791735229 1 0.6%
 

6
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.0947237991975043
Minimum-3.8581531
Maximum4.4061184099999995
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.8581531
5-th percentile-1.672912818
Q1-0.5418202701
median0.053529075
Q30.7420801804
95-th percentile2.075662066
Maximum4.40611841
Range8.26427151
Interquartile range (IQR)1.283900451

Descriptive statistics

Standard deviation1.222896637
Coefficient of variation (CV)12.9101308
Kurtosis1.31952723
Mean0.0947237992
Median Absolute Deviation (MAD)0.8985790809
Skewness0.1694120323
Sum15.72415067
Variance1.495476186
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.503830234 1 0.6%
 
-0.1305074571 1 0.6%
 
-1.168636234 1 0.6%
 
-1.755460401 1 0.6%
 
0.2786102571 1 0.6%
 
1.799805621 1 0.6%
 
-1.579395807 1 0.6%
 
2.085285771 1 0.6%
 
-1.687384571 1 0.6%
 
2.253458616 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.8581531 1 0.6%
 
-3.041964979 1 0.6%
 
-2.930606307 1 0.6%
 
-2.650807764 1 0.6%
 
-2.589142214 1 0.6%
 
ValueCountFrequency (%) 
4.40611841 1 0.6%
 
3.704752979 1 0.6%
 
2.865622171 1 0.6%
 
2.780221171 1 0.6%
 
2.532563514 1 0.6%
 

7
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.021141005449655775
Minimum-4.053685500000001
Maximum4.542357273571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.0536855
5-th percentile-1.97626443
Q1-0.5852395875
median0.008139464643
Q30.5567774089
95-th percentile1.973584098
Maximum4.542357274
Range8.596042774
Interquartile range (IQR)1.142016996

Descriptive statistics

Standard deviation1.164437961
Coefficient of variation (CV)-55.0795923
Kurtosis2.211654805
Mean-0.02114100545
Median Absolute Deviation (MAD)0.8259303266
Skewness0.13350759
Sum-3.509406905
Variance1.355915765
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1587896764 1 0.6%
 
0.02197605714 1 0.6%
 
-0.4125709464 1 0.6%
 
-0.3831517 1 0.6%
 
-0.4785852857 1 0.6%
 
2.520031636 1 0.6%
 
-0.4484247357 1 0.6%
 
-0.01796715714 1 0.6%
 
0.7386981686 1 0.6%
 
0.6677849071 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-4.0536855 1 0.6%
 
-3.357210479 1 0.6%
 
-2.660270316 1 0.6%
 
-2.6417798 1 0.6%
 
-2.300179593 1 0.6%
 
ValueCountFrequency (%) 
4.542357274 1 0.6%
 
3.3793396 1 0.6%
 
2.79517785 1 0.6%
 
2.520031636 1 0.6%
 
2.511930544 1 0.6%
 

8
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.003044835175989674
Minimum-3.5634056000000003
Maximum3.410187592857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.5634056
5-th percentile-1.466995041
Q1-0.5890959007
median-0.08806058214
Q30.4564799446
95-th percentile1.702941552
Maximum3.410187593
Range6.973593193
Interquartile range (IQR)1.045575845

Descriptive statistics

Standard deviation1.019294297
Coefficient of variation (CV)-334.7617319
Kurtosis1.169061208
Mean-0.003044835176
Median Absolute Deviation (MAD)0.7558373805
Skewness0.1056954919
Sum-0.5054426392
Variance1.038960863
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.89314105 1 0.6%
 
-0.3165256 1 0.6%
 
1.3729852 1 0.6%
 
1.622437007 1 0.6%
 
0.3714541021 1 0.6%
 
-0.01653479286 1 0.6%
 
0.06247107143 1 0.6%
 
0.72148796 1 0.6%
 
1.682274607 1 0.6%
 
1.326767329 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.5634056 1 0.6%
 
-2.759841707 1 0.6%
 
-2.4502176 1 0.6%
 
-1.972758929 1 0.6%
 
-1.864184787 1 0.6%
 
ValueCountFrequency (%) 
3.410187593 1 0.6%
 
2.928892157 1 0.6%
 
2.001731029 1 0.6%
 
1.89314105 1 0.6%
 
1.808429529 1 0.6%
 

9
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count163
Unique (%)100.0%
Missing4
Missing (%)2.4%
Infinite0
Infinite (%)0.0%
Mean0.030849326739702018
Minimum-3.6030404285714286
Maximum3.5763405714285716
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.603040429
5-th percentile-1.398116987
Q1-0.5097559429
median-0.05895849286
Q30.5042924914
95-th percentile1.936443329
Maximum3.576340571
Range7.179381
Interquartile range (IQR)1.014048434

Descriptive statistics

Standard deviation1.008805591
Coefficient of variation (CV)32.70105698
Kurtosis1.78947193
Mean0.03084932674
Median Absolute Deviation (MAD)0.7217835936
Skewness0.3184992523
Sum5.028440259
Variance1.017688721
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.05664901929 1 0.6%
 
0.24628135 1 0.6%
 
-0.34504325 1 0.6%
 
-1.936464314 1 0.6%
 
-1.05668374 1 0.6%
 
-0.5099617929 1 0.6%
 
-0.6169225857 1 0.6%
 
1.37423305 1 0.6%
 
1.119649243 1 0.6%
 
-1.108158449 1 0.6%
 
Other values (153) 153 91.6%
 
(Missing) 4 2.4%
 
ValueCountFrequency (%) 
-3.603040429 1 0.6%
 
-2.527226513 1 0.6%
 
-2.372603071 1 0.6%
 
-2.009393786 1 0.6%
 
-1.936464314 1 0.6%
 
ValueCountFrequency (%) 
3.576340571 1 0.6%
 
2.653092817 1 0.6%
 
2.462087143 1 0.6%
 
2.459730879 1 0.6%
 
2.3185474 1 0.6%
 

10
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count158
Unique (%)100.0%
Missing9
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean-0.014144089637296568
Minimum-4.395808128571428
Maximum3.938743357142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.395808129
5-th percentile-2.013572139
Q1-0.5419280321
median-0.01173198214
Q30.5419235911
95-th percentile2.104685224
Maximum3.938743357
Range8.334551486
Interquartile range (IQR)1.083851623

Descriptive statistics

Standard deviation1.222904417
Coefficient of variation (CV)-86.46045441
Kurtosis2.342365273
Mean-0.01414408964
Median Absolute Deviation (MAD)0.8455133751
Skewness0.1207813456
Sum-2.234766163
Variance1.495495214
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.06358601429 1 0.6%
 
-0.8920112286 1 0.6%
 
-2.186507807 1 0.6%
 
-0.9846457957 1 0.6%
 
0.03426728571 1 0.6%
 
-0.215388535 1 0.6%
 
-0.4962277214 1 0.6%
 
1.098870209 1 0.6%
 
0.31076445 1 0.6%
 
0.3088486786 1 0.6%
 
Other values (148) 148 88.6%
 
(Missing) 9 5.4%
 
ValueCountFrequency (%) 
-4.395808129 1 0.6%
 
-3.874616471 1 0.6%
 
-2.897410096 1 0.6%
 
-2.357197249 1 0.6%
 
-2.303949121 1 0.6%
 
ValueCountFrequency (%) 
3.938743357 1 0.6%
 
3.534187214 1 0.6%
 
3.439966083 1 0.6%
 
3.231953443 1 0.6%
 
3.097357276 1 0.6%
 

11
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count147
Unique (%)100.0%
Missing20
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean-0.03704935556997081
Minimum-4.250412821428571
Maximum4.3938855071428575
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.250412821
5-th percentile-2.122087526
Q1-0.6229361321
median-0.1165920786
Q30.6837974182
95-th percentile2.110139317
Maximum4.393885507
Range8.644298329
Interquartile range (IQR)1.30673355

Descriptive statistics

Standard deviation1.259501685
Coefficient of variation (CV)-33.99523866
Kurtosis1.718671924
Mean-0.03704935557
Median Absolute Deviation (MAD)0.9271670319
Skewness0.09156402599
Sum-5.446255269
Variance1.586344494
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4627843357 1 0.6%
 
-1.348836686 1 0.6%
 
-1.0331914 1 0.6%
 
-3.00083285 1 0.6%
 
0.8128297786 1 0.6%
 
1.204488486 1 0.6%
 
-0.3304827429 1 0.6%
 
-3.404366457 1 0.6%
 
-0.8425985857 1 0.6%
 
0.1951573643 1 0.6%
 
Other values (137) 137 82.0%
 
(Missing) 20 12.0%
 
ValueCountFrequency (%) 
-4.250412821 1 0.6%
 
-3.404366457 1 0.6%
 
-3.00083285 1 0.6%
 
-2.710796543 1 0.6%
 
-2.301139257 1 0.6%
 
ValueCountFrequency (%) 
4.393885507 1 0.6%
 
3.912250571 1 0.6%
 
2.635711714 1 0.6%
 
2.560363429 1 0.6%
 
2.339223364 1 0.6%
 

12
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count129
Unique (%)100.0%
Missing38
Missing (%)22.8%
Infinite0
Infinite (%)0.0%
Mean-0.09872871232668884
Minimum-2.873326864285714
Maximum4.154807079285715
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.873326864
5-th percentile-1.880563843
Q1-0.7960750643
median-0.1287913214
Q30.6979571071
95-th percentile1.8142363
Maximum4.154807079
Range7.028133944
Interquartile range (IQR)1.494032171

Descriptive statistics

Standard deviation1.202664404
Coefficient of variation (CV)-12.18150602
Kurtosis0.7975492768
Mean-0.09872871233
Median Absolute Deviation (MAD)0.9150901647
Skewness0.2637351374
Sum-12.73600389
Variance1.446401668
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.657609079 1 0.6%
 
4.154807079 1 0.6%
 
-0.4631833129 1 0.6%
 
-0.2423098364 1 0.6%
 
-1.910640329 1 0.6%
 
-0.3536043 1 0.6%
 
-1.252453914 1 0.6%
 
0.9121718714 1 0.6%
 
-0.1853726714 1 0.6%
 
0.3918632857 1 0.6%
 
Other values (119) 119 71.3%
 
(Missing) 38 22.8%
 
ValueCountFrequency (%) 
-2.873326864 1 0.6%
 
-2.677809279 1 0.6%
 
-2.675678571 1 0.6%
 
-2.596301486 1 0.6%
 
-2.584930521 1 0.6%
 
ValueCountFrequency (%) 
4.154807079 1 0.6%
 
3.04116774 1 0.6%
 
2.5901754 1 0.6%
 
2.2657663 1 0.6%
 
2.031350543 1 0.6%
 

13
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count115
Unique (%)100.0%
Missing52
Missing (%)31.1%
Infinite0
Infinite (%)0.0%
Mean-0.22581267445217393
Minimum-3.965102392857143
Maximum3.0796687057142864
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.965102393
5-th percentile-2.142905597
Q1-0.9677277429
median-0.3009375286
Q30.429044525
95-th percentile2.015252643
Maximum3.079668706
Range7.044771099
Interquartile range (IQR)1.396772268

Descriptive statistics

Standard deviation1.27940974
Coefficient of variation (CV)-5.665801281
Kurtosis0.3965069859
Mean-0.2258126745
Median Absolute Deviation (MAD)0.9591375341
Skewness0.1942100124
Sum-25.96845756
Variance1.636889283
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7329230857 1 0.6%
 
0.1559385214 1 0.6%
 
-1.457610507 1 0.6%
 
-1.114122386 1 0.6%
 
-0.8222781643 1 0.6%
 
0.4982367786 1 0.6%
 
-0.39433755 1 0.6%
 
0.9216221 1 0.6%
 
-0.4179520286 1 0.6%
 
2.824998401 1 0.6%
 
Other values (105) 105 62.9%
 
(Missing) 52 31.1%
 
ValueCountFrequency (%) 
-3.965102393 1 0.6%
 
-2.846375479 1 0.6%
 
-2.697858821 1 0.6%
 
-2.309142521 1 0.6%
 
-2.278081271 1 0.6%
 
ValueCountFrequency (%) 
3.079668706 1 0.6%
 
2.824998401 1 0.6%
 
2.717711807 1 0.6%
 
2.622177365 1 0.6%
 
2.448252493 1 0.6%
 

14
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count104
Unique (%)100.0%
Missing63
Missing (%)37.7%
Infinite0
Infinite (%)0.0%
Mean-0.3384980871991758
Minimum-2.827245
Maximum3.0729768571428577
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.827245
5-th percentile-2.173133767
Q1-0.9900633946
median-0.308625925
Q30.2526517554
95-th percentile1.615677326
Maximum3.072976857
Range5.900221857
Interquartile range (IQR)1.24271515

Descriptive statistics

Standard deviation1.115320649
Coefficient of variation (CV)-3.294909753
Kurtosis0.516234322
Mean-0.3384980872
Median Absolute Deviation (MAD)0.8485722039
Skewness0.280262207
Sum-35.20380107
Variance1.24394015
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7014122857 1 0.6%
 
-1.472148921 1 0.6%
 
-0.08039506429 1 0.6%
 
-1.604362291 1 0.6%
 
0.09183409286 1 0.6%
 
3.072976857 1 0.6%
 
0.1555176071 1 0.6%
 
-1.952369107 1 0.6%
 
-1.422430936 1 0.6%
 
0.6492143914 1 0.6%
 
Other values (94) 94 56.3%
 
(Missing) 63 37.7%
 
ValueCountFrequency (%) 
-2.827245 1 0.6%
 
-2.767859386 1 0.6%
 
-2.681900207 1 0.6%
 
-2.490901686 1 0.6%
 
-2.198373293 1 0.6%
 
ValueCountFrequency (%) 
3.072976857 1 0.6%
 
2.340010071 1 0.6%
 
2.142135336 1 0.6%
 
2.099443193 1 0.6%
 
1.8500975 1 0.6%
 

15
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count98
Unique (%)100.0%
Missing69
Missing (%)41.3%
Infinite0
Infinite (%)0.0%
Mean-0.255733923106414
Minimum-3.150299635714286
Maximum3.604549857142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.150299636
5-th percentile-1.962269852
Q1-0.8463590607
median-0.1336426321
Q30.4580762286
95-th percentile1.06360008
Maximum3.604549857
Range6.754849493
Interquartile range (IQR)1.304435289

Descriptive statistics

Standard deviation1.050492226
Coefficient of variation (CV)-4.107754707
Kurtosis1.709128875
Mean-0.2557339231
Median Absolute Deviation (MAD)0.802648319
Skewness0.08201230906
Sum-25.06192446
Variance1.103533918
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9903906257 1 0.6%
 
-0.7489085429 1 0.6%
 
-0.7553312071 1 0.6%
 
0.01237471429 1 0.6%
 
-3.150299636 1 0.6%
 
-0.6481863714 1 0.6%
 
-0.8938627 1 0.6%
 
-2.48356695 1 0.6%
 
-1.146939321 1 0.6%
 
-1.263374729 1 0.6%
 
Other values (88) 88 52.7%
 
(Missing) 69 41.3%
 
ValueCountFrequency (%) 
-3.150299636 1 0.6%
 
-3.041883344 1 0.6%
 
-2.48356695 1 0.6%
 
-2.449215821 1 0.6%
 
-2.149855271 1 0.6%
 
ValueCountFrequency (%) 
3.604549857 1 0.6%
 
2.130070786 1 0.6%
 
1.856121729 1 0.6%
 
1.531031014 1 0.6%
 
1.119746193 1 0.6%
 

16
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count90
Unique (%)100.0%
Missing77
Missing (%)46.1%
Infinite0
Infinite (%)0.0%
Mean-0.17531569007698408
Minimum-3.7108321571428573
Maximum2.750775928571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.710832157
5-th percentile-2.27702738
Q1-0.7979977839
median-0.05223104643
Q30.4707322902
95-th percentile1.744735601
Maximum2.750775929
Range6.461608086
Interquartile range (IQR)1.268730074

Descriptive statistics

Standard deviation1.225289835
Coefficient of variation (CV)-6.989048355
Kurtosis0.7663081861
Mean-0.1753156901
Median Absolute Deviation (MAD)0.9315942697
Skewness-0.4095540449
Sum-15.77841211
Variance1.50133518
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.6094454141 1 0.6%
 
0.2110833571 1 0.6%
 
0.2519433243 1 0.6%
 
-0.7992815214 1 0.6%
 
-1.452140231 1 0.6%
 
0.5953485286 1 0.6%
 
-0.1396042571 1 0.6%
 
0.1397803929 1 0.6%
 
0.08254427071 1 0.6%
 
-0.6989618143 1 0.6%
 
Other values (80) 80 47.9%
 
(Missing) 77 46.1%
 
ValueCountFrequency (%) 
-3.710832157 1 0.6%
 
-3.472969534 1 0.6%
 
-3.333934108 1 0.6%
 
-2.657583357 1 0.6%
 
-2.414383886 1 0.6%
 
ValueCountFrequency (%) 
2.750775929 1 0.6%
 
2.4968724 1 0.6%
 
1.917109793 1 0.6%
 
1.754331864 1 0.6%
 
1.74617455 1 0.6%
 

17
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count82
Unique (%)100.0%
Missing85
Missing (%)50.9%
Infinite0
Infinite (%)0.0%
Mean0.016595949709930335
Minimum-4.257502664285714
Maximum3.312439357142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.257502664
5-th percentile-1.599003647
Q1-0.6888264732
median0.01712393857
Q30.43407567
95-th percentile2.300997747
Maximum3.312439357
Range7.569942021
Interquartile range (IQR)1.122902143

Descriptive statistics

Standard deviation1.259704064
Coefficient of variation (CV)75.90430714
Kurtosis1.922217964
Mean0.01659594971
Median Absolute Deviation (MAD)0.8755077936
Skewness0.06096403715
Sum1.360867876
Variance1.586854329
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2395157071 1 0.6%
 
0.4577974786 1 0.6%
 
-0.3641238786 1 0.6%
 
0.7469446807 1 0.6%
 
0.1841248357 1 0.6%
 
1.164855721 1 0.6%
 
0.3036963802 1 0.6%
 
0.6048966643 1 0.6%
 
-0.04618635714 1 0.6%
 
0.2869992571 1 0.6%
 
Other values (72) 72 43.1%
 
(Missing) 85 50.9%
 
ValueCountFrequency (%) 
-4.257502664 1 0.6%
 
-3.160551464 1 0.6%
 
-2.201922543 1 0.6%
 
-1.720216264 1 0.6%
 
-1.5993252 1 0.6%
 
ValueCountFrequency (%) 
3.312439357 1 0.6%
 
3.254020422 1 0.6%
 
3.024963279 1 0.6%
 
2.3925344 1 0.6%
 
2.308894329 1 0.6%
 

18
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count70
Unique (%)100.0%
Missing97
Missing (%)58.1%
Infinite0
Infinite (%)0.0%
Mean0.10602344898673471
Minimum-4.430264857857142
Maximum3.2570099071428573
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.430264858
5-th percentile-1.679008871
Q1-0.5544804804
median0.1704709825
Q30.7353228634
95-th percentile2.072798389
Maximum3.257009907
Range7.687274765
Interquartile range (IQR)1.289803344

Descriptive statistics

Standard deviation1.18721586
Coefficient of variation (CV)11.19767251
Kurtosis2.874019082
Mean0.106023449
Median Absolute Deviation (MAD)0.8492894493
Skewness-0.5314823151
Sum7.421641429
Variance1.409481498
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.7860399571 1 0.6%
 
-0.05573557143 1 0.6%
 
-0.3195421643 1 0.6%
 
0.8342837571 1 0.6%
 
0.1722592214 1 0.6%
 
0.34473365 1 0.6%
 
-0.1869739357 1 0.6%
 
1.691396343 1 0.6%
 
2.057064674 1 0.6%
 
2.804686764 1 0.6%
 
Other values (60) 60 35.9%
 
(Missing) 97 58.1%
 
ValueCountFrequency (%) 
-4.430264858 1 0.6%
 
-2.739915929 1 0.6%
 
-1.824701919 1 0.6%
 
-1.808409321 1 0.6%
 
-1.520852764 1 0.6%
 
ValueCountFrequency (%) 
3.257009907 1 0.6%
 
2.804686764 1 0.6%
 
2.126857807 1 0.6%
 
2.085671429 1 0.6%
 
2.057064674 1 0.6%
 

19
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count62
Unique (%)100.0%
Missing105
Missing (%)62.9%
Infinite0
Infinite (%)0.0%
Mean-0.027023548292626726
Minimum-3.715194642857143
Maximum2.9574478000000006
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.715194643
5-th percentile-1.454438548
Q1-0.6498555498
median3.856071429e-05
Q30.6367495229
95-th percentile1.387417242
Maximum2.9574478
Range6.672642443
Interquartile range (IQR)1.286605073

Descriptive statistics

Standard deviation1.125862818
Coefficient of variation (CV)-41.66228675
Kurtosis1.997515031
Mean-0.02702354829
Median Absolute Deviation (MAD)0.8196800602
Skewness-0.151170346
Sum-1.675459994
Variance1.267567085
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6206471539 1 0.6%
 
0.05152042143 1 0.6%
 
-0.4050997286 1 0.6%
 
-0.5724705 1 0.6%
 
0.01240652143 1 0.6%
 
-0.75644605 1 0.6%
 
-1.26433195 1 0.6%
 
0.6488851571 1 0.6%
 
0.07709935714 1 0.6%
 
-0.972298155 1 0.6%
 
Other values (52) 52 31.1%
 
(Missing) 105 62.9%
 
ValueCountFrequency (%) 
-3.715194643 1 0.6%
 
-2.680678407 1 0.6%
 
-1.988969121 1 0.6%
 
-1.459775786 1 0.6%
 
-1.353031036 1 0.6%
 
ValueCountFrequency (%) 
2.9574478 1 0.6%
 
2.737930143 1 0.6%
 
2.426437993 1 0.6%
 
1.393212871 1 0.6%
 
1.277300286 1 0.6%
 

20
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count58
Unique (%)100.0%
Missing109
Missing (%)65.3%
Infinite0
Infinite (%)0.0%
Mean0.050163291889162576
Minimum-3.1242969285714284
Maximum4.376652002857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.124296929
5-th percentile-1.769401991
Q1-0.4544762804
median0.1080490575
Q30.6924760561
95-th percentile1.57161648
Maximum4.376652003
Range7.500948931
Interquartile range (IQR)1.146952336

Descriptive statistics

Standard deviation1.186960189
Coefficient of variation (CV)23.66192776
Kurtosis2.563704231
Mean0.05016329189
Median Absolute Deviation (MAD)0.8556822146
Skewness0.383727094
Sum2.90947093
Variance1.40887449
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.6666284 1 0.6%
 
0.9155752071 1 0.6%
 
0.07461498571 1 0.6%
 
-1.893003121 1 0.6%
 
0.1166244293 1 0.6%
 
1.507656557 1 0.6%
 
0.9348961929 1 0.6%
 
1.155557057 1 0.6%
 
-0.9680658571 1 0.6%
 
0.09947368571 1 0.6%
 
Other values (48) 48 28.7%
 
(Missing) 109 65.3%
 
ValueCountFrequency (%) 
-3.124296929 1 0.6%
 
-2.100555736 1 0.6%
 
-1.893003121 1 0.6%
 
-1.747590027 1 0.6%
 
-1.742101393 1 0.6%
 
ValueCountFrequency (%) 
4.376652003 1 0.6%
 
2.290257462 1 0.6%
 
1.934056045 1 0.6%
 
1.507656557 1 0.6%
 
1.3682007 1 0.6%
 

21
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count51
Unique (%)100.0%
Missing116
Missing (%)69.5%
Infinite0
Infinite (%)0.0%
Mean-0.013669509593837495
Minimum-2.954008785714285
Maximum4.270367085714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.954008786
5-th percentile-1.989413544
Q1-0.7502650964
median0.03079842857
Q30.6476164536
95-th percentile1.853292586
Maximum4.270367086
Range7.224375871
Interquartile range (IQR)1.39788155

Descriptive statistics

Standard deviation1.27905072
Coefficient of variation (CV)-93.56961284
Kurtosis2.066667131
Mean-0.01366950959
Median Absolute Deviation (MAD)0.9254282951
Skewness0.5118223576
Sum-0.6971449893
Variance1.635970745
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.619031293 1 0.6%
 
-0.5458672286 1 0.6%
 
0.03079842857 1 0.6%
 
0.9362305643 1 0.6%
 
-0.9086666429 1 0.6%
 
-2.954008786 1 0.6%
 
-0.21995185 1 0.6%
 
-0.8252937857 1 0.6%
 
0.5497581929 1 0.6%
 
0.9445790143 1 0.6%
 
Other values (41) 41 24.6%
 
(Missing) 116 69.5%
 
ValueCountFrequency (%) 
-2.954008786 1 0.6%
 
-2.619031293 1 0.6%
 
-2.048773344 1 0.6%
 
-1.930053743 1 0.6%
 
-1.763750886 1 0.6%
 
ValueCountFrequency (%) 
4.270367086 1 0.6%
 
2.910393136 1 0.6%
 
2.226133014 1 0.6%
 
1.480452157 1 0.6%
 
1.380305779 1 0.6%
 

22
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count45
Unique (%)100.0%
Missing122
Missing (%)73.1%
Infinite0
Infinite (%)0.0%
Mean0.008339191751269888
Minimum-2.6221623350499996
Maximum3.221954071428572
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.622162335
5-th percentile-1.183905553
Q1-0.7404893714
median-0.1371598
Q30.5744410714
95-th percentile2.012081067
Maximum3.221954071
Range5.844116406
Interquartile range (IQR)1.314930443

Descriptive statistics

Standard deviation1.075730436
Coefficient of variation (CV)128.9969662
Kurtosis1.573593074
Mean0.008339191751
Median Absolute Deviation (MAD)0.8146506813
Skewness0.6471351292
Sum0.3752636288
Variance1.157195971
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.5744410714 1 0.6%
 
2.159769786 1 0.6%
 
-1.592443286 1 0.6%
 
-0.3522293357 1 0.6%
 
0.3091450643 1 0.6%
 
-1.0677382 1 0.6%
 
-0.8048350429 1 0.6%
 
-0.9755307286 1 0.6%
 
-0.7404893714 1 0.6%
 
0.3316585 1 0.6%
 
Other values (35) 35 21.0%
 
(Missing) 122 73.1%
 
ValueCountFrequency (%) 
-2.622162335 1 0.6%
 
-1.592443286 1 0.6%
 
-1.18964405 1 0.6%
 
-1.160951564 1 0.6%
 
-1.139140264 1 0.6%
 
ValueCountFrequency (%) 
3.221954071 1 0.6%
 
2.595503429 1 0.6%
 
2.159769786 1 0.6%
 
1.421326193 1 0.6%
 
1.0110357 1 0.6%
 

23
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count39
Unique (%)100.0%
Missing128
Missing (%)76.6%
Infinite0
Infinite (%)0.0%
Mean0.11204398195970697
Minimum-1.7206623542857142
Maximum5.49490824142857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.720662354
5-th percentile-1.189159471
Q1-0.55843153
median-0.01186935714
Q30.5531656171
95-th percentile1.540382851
Maximum5.494908241
Range7.215570596
Interquartile range (IQR)1.111597147

Descriptive statistics

Standard deviation1.231411588
Coefficient of variation (CV)10.99043043
Kurtosis9.247377624
Mean0.112043982
Median Absolute Deviation (MAD)0.7908737222
Skewness2.449570759
Sum4.369715296
Variance1.5163745
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.01542092929 1 0.6%
 
1.01935475 1 0.6%
 
0.09957055 1 0.6%
 
1.384794371 1 0.6%
 
-0.6039533857 1 0.6%
 
-0.4371583786 1 0.6%
 
-0.18473815 1 0.6%
 
0.8267250643 1 0.6%
 
-0.8115908929 1 0.6%
 
-0.8837061529 1 0.6%
 
Other values (29) 29 17.4%
 
(Missing) 128 76.6%
 
ValueCountFrequency (%) 
-1.720662354 1 0.6%
 
-1.284773929 1 0.6%
 
-1.178535643 1 0.6%
 
-0.9781080714 1 0.6%
 
-0.975937225 1 0.6%
 
ValueCountFrequency (%) 
5.494908241 1 0.6%
 
2.940679171 1 0.6%
 
1.384794371 1 0.6%
 
1.01935475 1 0.6%
 
0.89403048 1 0.6%
 

24
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count32
Unique (%)100.0%
Missing135
Missing (%)80.8%
Infinite0
Infinite (%)0.0%
Mean-0.09186674609374998
Minimum-1.7132915714285717
Maximum1.7616663642857142
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.713291571
5-th percentile-1.411332078
Q1-0.6817935839
median-0.1170567214
Q30.4828181893
95-th percentile1.309004025
Maximum1.761666364
Range3.474957936
Interquartile range (IQR)1.164611773

Descriptive statistics

Standard deviation0.8305394342
Coefficient of variation (CV)-9.0406972
Kurtosis0.02665114935
Mean-0.09186674609
Median Absolute Deviation (MAD)0.6481610716
Skewness0.2264225434
Sum-2.939735875
Variance0.6897957517
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3924458071 1 0.6%
 
-0.09427839286 1 0.6%
 
-0.5517269 1 0.6%
 
-0.09704349286 1 0.6%
 
0.6199760286 1 0.6%
 
-0.54008685 1 0.6%
 
-0.6850061929 1 0.6%
 
1.686165071 1 0.6%
 
-1.577528886 1 0.6%
 
0.6637137929 1 0.6%
 
Other values (22) 22 13.2%
 
(Missing) 135 80.8%
 
ValueCountFrequency (%) 
-1.713291571 1 0.6%
 
-1.577528886 1 0.6%
 
-1.275352871 1 0.6%
 
-0.9858070643 1 0.6%
 
-0.93834675 1 0.6%
 
ValueCountFrequency (%) 
1.761666364 1 0.6%
 
1.686165071 1 0.6%
 
1.000417714 1 0.6%
 
0.7479517214 1 0.6%
 
0.6637137929 1 0.6%
 

25
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count27
Unique (%)100.0%
Missing140
Missing (%)83.8%
Infinite0
Infinite (%)0.0%
Mean0.0801570588624338
Minimum-2.1022742857142855
Maximum2.703899571428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.102274286
5-th percentile-1.803214126
Q1-0.6705548386
median0.2711655214
Q30.648074775
95-th percentile2.19046675
Maximum2.703899571
Range4.806173857
Interquartile range (IQR)1.318629614

Descriptive statistics

Standard deviation1.154820023
Coefficient of variation (CV)14.40696601
Kurtosis0.2979113417
Mean0.08015705886
Median Absolute Deviation (MAD)0.8875256257
Skewness0.2686776025
Sum2.164240589
Variance1.333609285
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.273104825 1 0.6%
 
-2.102274286 1 0.6%
 
0.01856496429 1 0.6%
 
1.766898 1 0.6%
 
-1.144028057 1 0.6%
 
0.4060070464 1 0.6%
 
0.6929492214 1 0.6%
 
-0.53982757 1 0.6%
 
-1.984270993 1 0.6%
 
0.8662839143 1 0.6%
 
Other values (17) 17 10.2%
 
(Missing) 140 83.8%
 
ValueCountFrequency (%) 
-2.102274286 1 0.6%
 
-1.984270993 1 0.6%
 
-1.380748104 1 0.6%
 
-1.144028057 1 0.6%
 
-0.9304090557 1 0.6%
 
ValueCountFrequency (%) 
2.703899571 1 0.6%
 
2.371996214 1 0.6%
 
1.766898 1 0.6%
 
1.024744079 1 0.6%
 
0.8662839143 1 0.6%
 

26
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count21
Unique (%)100.0%
Missing146
Missing (%)87.4%
Infinite0
Infinite (%)0.0%
Mean-0.14076692950000008
Minimum-1.4345881428571428
Maximum1.4474182500000001
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.434588143
5-th percentile-1.350859636
Q1-0.7798443214
median-0.03255845714
Q30.3358314498
95-th percentile1.034362045
Maximum1.44741825
Range2.882006393
Interquartile range (IQR)1.115675771

Descriptive statistics

Standard deviation0.7927313762
Coefficient of variation (CV)-5.63151714
Kurtosis-0.6735132149
Mean-0.1407669295
Median Absolute Deviation (MAD)0.6531057671
Skewness0.05941985775
Sum-2.95610552
Variance0.6284230348
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3358314498 1 0.6%
 
0.7316471429 1 0.6%
 
-1.434588143 1 0.6%
 
-0.5315537286 1 0.6%
 
-1.350859636 1 0.6%
 
-1.056021071 1 0.6%
 
-1.003275629 1 0.6%
 
0.3309893571 1 0.6%
 
1.44741825 1 0.6%
 
0.1481638714 1 0.6%
 
Other values (11) 11 6.6%
 
(Missing) 146 87.4%
 
ValueCountFrequency (%) 
-1.434588143 1 0.6%
 
-1.350859636 1 0.6%
 
-1.100955479 1 0.6%
 
-1.056021071 1 0.6%
 
-1.003275629 1 0.6%
 
ValueCountFrequency (%) 
1.44741825 1 0.6%
 
1.034362045 1 0.6%
 
0.7316471429 1 0.6%
 
0.5597655 1 0.6%
 
0.4108065 1 0.6%
 

27
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count18
Unique (%)100.0%
Missing149
Missing (%)89.2%
Infinite0
Infinite (%)0.0%
Mean-0.0007612917857142563
Minimum-2.2175773071428573
Maximum2.071242978571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.217577307
5-th percentile-1.774601003
Q1-0.703309355
median0.06794287857
Q30.6942693893
95-th percentile1.50430826
Maximum2.071242979
Range4.288820286
Interquartile range (IQR)1.397578744

Descriptive statistics

Standard deviation1.062911399
Coefficient of variation (CV)-1396.194493
Kurtosis0.1820567475
Mean-0.0007612917857
Median Absolute Deviation (MAD)0.8258669301
Skewness-0.2222466605
Sum-0.01370325214
Variance1.129780642
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1473004 1 0.6%
 
-0.7452031929 1 0.6%
 
0.7526054879 1 0.6%
 
-0.01141464286 1 0.6%
 
-0.7037619343 1 0.6%
 
-0.21145445 1 0.6%
 
0.7385932857 1 0.6%
 
1.404260957 1 0.6%
 
-1.696428714 1 0.6%
 
0.3139370714 1 0.6%
 
Other values (8) 8 4.8%
 
(Missing) 149 89.2%
 
ValueCountFrequency (%) 
-2.217577307 1 0.6%
 
-1.696428714 1 0.6%
 
-0.9184592571 1 0.6%
 
-0.7452031929 1 0.6%
 
-0.7037619343 1 0.6%
 
ValueCountFrequency (%) 
2.071242979 1 0.6%
 
1.404260957 1 0.6%
 
0.9223383357 1 0.6%
 
0.7526054879 1 0.6%
 
0.7385932857 1 0.6%
 

28
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count14
Unique (%)100.0%
Missing153
Missing (%)91.6%
Infinite0
Infinite (%)0.0%
Mean-0.13510951801020415
Minimum-2.2385461285714285
Maximum1.2919223999999996
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.238546129
5-th percentile-1.654407964
Q1-0.6877991889
median0.0894499875
Q30.5113913875
95-th percentile1.136752747
Maximum1.2919224
Range3.530468529
Interquartile range (IQR)1.199190576

Descriptive statistics

Standard deviation1.002327567
Coefficient of variation (CV)-7.418630323
Kurtosis-0.09144021137
Mean-0.135109518
Median Absolute Deviation (MAD)0.7909806558
Skewness-0.5864828753
Sum-1.891533252
Variance1.004660552
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7282024214 1 0.6%
 
-0.22371265 1 0.6%
 
0.8793751786 1 0.6%
 
0.2474665643 1 0.6%
 
0.005649375 1 0.6%
 
1.2919224 1 0.6%
 
-1.339872029 1 0.6%
 
-2.238546129 1 0.6%
 
1.053199857 1 0.6%
 
0.5993663286 1 0.6%
 
Other values (4) 4 2.4%
 
(Missing) 153 91.6%
 
ValueCountFrequency (%) 
-2.238546129 1 0.6%
 
-1.339872029 1 0.6%
 
-1.250598979 1 0.6%
 
-0.7282024214 1 0.6%
 
-0.5665894914 1 0.6%
 
ValueCountFrequency (%) 
1.2919224 1 0.6%
 
1.053199857 1 0.6%
 
0.8793751786 1 0.6%
 
0.5993663286 1 0.6%
 
0.2474665643 1 0.6%
 

29
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count11
Unique (%)100.0%
Missing156
Missing (%)93.4%
Infinite0
Infinite (%)0.0%
Mean0.2273645593506494
Minimum-1.5044533
Maximum2.570702321428572
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.5044533
5-th percentile-1.103996785
Q1-0.5910129893
median0.06193342143
Q30.9520513896
95-th percentile2.06490435
Maximum2.570702321
Range4.075155621
Interquartile range (IQR)1.543064379

Descriptive statistics

Standard deviation1.181819513
Coefficient of variation (CV)5.197905586
Kurtosis0.05801797074
Mean0.2273645594
Median Absolute Deviation (MAD)0.9317187713
Skewness0.6625069731
Sum2.501010153
Variance1.396697361
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.183888586 1 0.6%
 
0.7202141936 1 0.6%
 
-0.5303460929 1 0.6%
 
-0.6516798857 1 0.6%
 
2.570702321 1 0.6%
 
-1.5044533 1 0.6%
 
0.1060129071 1 0.6%
 
0.06193342143 1 0.6%
 
1.559106379 1 0.6%
 
-0.7035402693 1 0.6%
 
(Missing) 156 93.4%
 
ValueCountFrequency (%) 
-1.5044533 1 0.6%
 
-0.7035402693 1 0.6%
 
-0.6516798857 1 0.6%
 
-0.5303460929 1 0.6%
 
-0.3108281071 1 0.6%
 
ValueCountFrequency (%) 
2.570702321 1 0.6%
 
1.559106379 1 0.6%
 
1.183888586 1 0.6%
 
0.7202141936 1 0.6%
 
0.1060129071 1 0.6%
 

30
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count10
Unique (%)100.0%
Missing157
Missing (%)94.0%
Infinite0
Infinite (%)0.0%
Mean0.49856719582142855
Minimum-0.7948742942857143
Maximum3.1773074285714284
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.7948742943
5-th percentile-0.5852800661
Q1-0.1499145629
median0.1508884321
Q30.4302480224
95-th percentile2.7057126
Maximum3.177307429
Range3.972181723
Interquartile range (IQR)0.5801625853

Descriptive statistics

Standard deviation1.214708716
Coefficient of variation (CV)2.436399198
Kurtosis1.894334916
Mean0.4985671958
Median Absolute Deviation (MAD)0.8618983917
Skewness1.567508669
Sum4.985671958
Variance1.475517264
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4849074429 1 0.6%
 
0.08706579286 1 0.6%
 
-0.7948742943 1 0.6%
 
-0.3291093429 1 0.6%
 
0.2147110714 1 0.6%
 
0.2662697611 1 0.6%
 
3.177307429 1 0.6%
 
-0.07505810857 1 0.6%
 
2.129318921 1 0.6%
 
-0.1748667143 1 0.6%
 
(Missing) 157 94.0%
 
ValueCountFrequency (%) 
-0.7948742943 1 0.6%
 
-0.3291093429 1 0.6%
 
-0.1748667143 1 0.6%
 
-0.07505810857 1 0.6%
 
0.08706579286 1 0.6%
 
ValueCountFrequency (%) 
3.177307429 1 0.6%
 
2.129318921 1 0.6%
 
0.4849074429 1 0.6%
 
0.2662697611 1 0.6%
 
0.2147110714 1 0.6%
 

31
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count8
Unique (%)100.0%
Missing159
Missing (%)95.2%
Infinite0
Infinite (%)0.0%
Mean0.5047094080357143
Minimum-0.7626027142857144
Maximum2.8564298857142854
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.7626027143
5-th percentile-0.7506919175
Q1-0.6449567809
median0.1401766261
Q30.9749780554
95-th percentile2.753999478
Maximum2.856429886
Range3.6190326
Interquartile range (IQR)1.619934836

Descriptive statistics

Standard deviation1.439201168
Coefficient of variation (CV)2.851544166
Kurtosis-0.493788778
Mean0.504709408
Median Absolute Deviation (MAD)1.102695662
Skewness1.037381194
Sum4.037675264
Variance2.071300001
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6170850857 1 0.6%
 
0.3325303714 1 0.6%
 
-0.7285718664 1 0.6%
 
-0.05217711929 1 0.6%
 
-0.7626027143 1 0.6%
 
2.856429886 1 0.6%
 
2.563771579 1 0.6%
 
0.4453802143 1 0.6%
 
(Missing) 159 95.2%
 
ValueCountFrequency (%) 
-0.7626027143 1 0.6%
 
-0.7285718664 1 0.6%
 
-0.6170850857 1 0.6%
 
-0.05217711929 1 0.6%
 
0.3325303714 1 0.6%
 
ValueCountFrequency (%) 
2.856429886 1 0.6%
 
2.563771579 1 0.6%
 
0.4453802143 1 0.6%
 
0.3325303714 1 0.6%
 
-0.05217711929 1 0.6%
 

32
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)100.0%
Missing162
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean0.6416035148571428
Minimum-0.12826398571428543
Maximum3.3282301500000004
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.1282639857
5-th percentile-0.1194946009
Q1-0.08441706143
median-0.06485621429
Q30.1573246857
95-th percentile2.694049057
Maximum3.32823015
Range3.456494136
Interquartile range (IQR)0.2417417471

Descriptive statistics

Standard deviation1.505936242
Coefficient of variation (CV)2.347144626
Kurtosis4.889122183
Mean0.6416035149
Median Absolute Deviation (MAD)1.074650654
Skewness2.206639136
Sum3.208017574
Variance2.267843964
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.06485621429 1 0.6%
 
0.1573246857 1 0.6%
 
3.32823015 1 0.6%
 
-0.1282639857 1 0.6%
 
-0.08441706143 1 0.6%
 
(Missing) 162 97.0%
 
ValueCountFrequency (%) 
-0.1282639857 1 0.6%
 
-0.08441706143 1 0.6%
 
-0.06485621429 1 0.6%
 
0.1573246857 1 0.6%
 
3.32823015 1 0.6%
 
ValueCountFrequency (%) 
3.32823015 1 0.6%
 
0.1573246857 1 0.6%
 
-0.06485621429 1 0.6%
 
-0.08441706143 1 0.6%
 
-0.1282639857 1 0.6%
 

33
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing163
Missing (%)97.6%
Memory size1.4 KiB
-0.2699647857
1
0.5592415714
1
0.5526086593
1
-0.20019055
1
ValueCountFrequency (%) 
-0.2699647857 1 0.6%
 
0.5592415714 1 0.6%
 
0.5526086593 1 0.6%
 
-0.20019055 1 0.6%
 
(Missing) 163 97.6%
 

Length

Max length20
Mean length3.383233533
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

34
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing163
Missing (%)97.6%
Memory size1.4 KiB
-0.06966408929
1
-0.2482858829
1
1.260380986
1
-0.07289470714
1
ValueCountFrequency (%) 
-0.06966408929 1 0.6%
 
-0.2482858829 1 0.6%
 
1.260380986 1 0.6%
 
-0.07289470714 1 0.6%
 
(Missing) 163 97.6%
 

Length

Max length20
Mean length3.389221557
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

35
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
0.10129615
1
-1.486593279
1
ValueCountFrequency (%) 
0.10129615 1 0.6%
 
-1.486593279 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length19
Mean length3.191616766
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

36
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-1.2444256
1
ValueCountFrequency (%) 
-1.2444256 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length10
Mean length3.041916168
Min length3
ValueCountFrequency (%) 
Decimal_Number 5 55.6%
 
Lowercase_Letter 2 22.2%
 
Dash_Punctuation 1 11.1%
 
Other_Punctuation 1 11.1%
 
ValueCountFrequency (%) 
Common 7 77.8%
 
Latin 2 22.2%
 
ValueCountFrequency (%) 
ASCII 9 100.0%
 

37
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-0.3148216429
1
ValueCountFrequency (%) 
-0.3148216429 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length19
Mean length3.095808383
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

38
Boolean

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
0.5768603571
 
1
(Missing)
166
ValueCountFrequency (%) 
0.5768603571 1 0.6%
 
(Missing) 166 99.4%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

01234567891011121314151617181920212223242526272829303132333435363738
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11.9324882.4219151.860828-0.535243-1.369572-1.653998-1.351791-0.804038-0.3299840.044790-0.215389NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2-0.607200-0.1300660.4499110.4382800.087828-0.431472-0.709605-1.191511-1.096345-0.117398-0.0660070.1951570.1436930.1559390.1152250.1224430.2800170.027659-0.2327050.1229210.4414010.6413530.3091450.4569410.594379NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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Last rows

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159-0.751010-0.869409-0.1182501.088507-0.029214-0.4578890.1946510.6860151.8084302.240880-0.387329-0.327776-0.912106-0.090176-0.378227-0.64278-0.501622-0.452821-0.099870NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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161-0.111528-1.026225-1.0500430.0130581.0426731.2614450.313344-0.628141-0.734845-0.666772-0.1888180.4622081.313650NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
162-0.544909-1.1467661.0425141.6605750.5212530.2234560.1610580.350745-0.629402-0.368444-0.632557-0.014963-0.622560NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1630.5766430.4500090.148083-0.981724-1.347134-0.804940-0.109492-0.676741-1.385504-0.6169230.7288101.4287372.590175NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
164-1.633355-1.692395-0.963196-0.304326-0.0486511.0240211.6235461.1542910.3986750.088244-0.328395-0.596413-0.4211900.1721560.4100660.03266-0.721636-0.692893-0.564282-0.3240000.4322060.5639140.7516611.0193550.619976NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1650.035268-0.127323-1.473769-0.7856781.3931251.9859970.728244-1.276622-0.5968360.1473490.359369-0.389118NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1662.2444900.6664970.6560660.491134-1.215063-3.568023-3.858153-0.4341261.5699681.9013760.6660890.879737NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN